Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max brier_class
rf 0.9463087 0.9374974 0.9925184 0.9453469 NA
bt 0.7302013 0.9735332 0.7797673 0.4356327 NA
maxnet 0.6617450 0.9751715 0.7852367 0.4296327 NA
gam 0.7543624 0.9791657 0.8069673 0.4615918 0.1637084
glm 0.6617450 0.8413699 0.7201592 0.3785306 0.1921883

Variable Importance